Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-17 3817.551893 4080.610819 4343.458438 4625.476115 4919.167554 5215.686344 5537.362225
2025-08-24 3386.900340 3789.575225 4203.469291 4659.472609 5146.560607 5650.111153 6208.856983
2025-08-31 3063.329366 3549.847341 4060.738575 4634.717067 5259.134361 5915.500391 6655.241307
2025-09-07 2874.994489 3429.649975 4022.381386 4698.830250 5445.398377 6240.361160 7147.014255
2025-09-14 2689.103353 3294.799624 3952.505253 4713.744762 5564.659108 6480.989316 7536.814035
2025-09-21 2518.367804 3164.202171 3876.025785 4710.622057 5654.358982 6680.938310 7874.564397
2025-09-28 2314.494519 2983.976100 3733.123536 4622.920510 5640.609703 6758.580175 8069.910801
2025-10-05 2271.582037 2986.043927 3794.622210 4764.217078 5882.429225 7119.588481 8579.857491
2025-10-12 2192.818999 2940.706667 3796.969342 4833.705925 6039.351048 7382.698096 8978.155138
2025-10-19 2087.391671 2858.143714 3751.201081 4843.203638 6123.863156 7560.939028 9278.278092
2025-10-26 1987.568489 2777.625828 3703.793619 4847.104587 6198.770882 7725.743770 9561.137592
2025-11-02 1913.998578 2725.766684 3687.626999 4885.294934 6311.514273 7932.399363 9890.739237
2025-11-09 1813.269074 2637.645400 3626.181971 4868.852920 6360.433015 8066.674562 10139.638826
2025-11-16 1744.349290 2586.912858 3608.243837 4903.146889 6468.392181 8269.207170 10467.759193
2025-11-23 1650.666577 2500.693361 3543.341070 4877.549071 6502.531444 8383.550163 10691.913492
2025-11-30 1607.172727 2477.277204 3554.789724 4943.827069 6645.737624 8625.314859 11064.469405
2025-12-07 1542.788420 2423.862355 3526.443667 4959.243695 6726.136814 8791.936561 11348.334993
2025-12-14 1473.757946 2361.588402 3484.645829 4956.015907 6782.332431 8928.700736 11596.267669
2025-12-21 1370.245437 2249.103291 3375.350101 4865.353019 6729.119494 8932.888855 11685.630020
2025-12-28 1373.660608 2282.077607 3453.779007 5011.411101 6967.169502 9286.608336 12190.942864
2026-01-04 1346.136306 2271.156568 3474.172774 5083.223429 7113.204958 9529.672925 12564.787385
2026-01-11 1294.657684 2225.016843 3446.921338 5093.037801 7181.424102 9678.260968 12825.497179
2026-01-18 1243.429170 2177.362422 3416.160493 5097.068747 7241.450172 9816.266293 13073.158265